Machine Learning That Even My Mom Can Do (Basic Practice)

Name: Machine Learning That Even My Mom Can Do (Basic Practice)
Price: 29700 KRW
Rating: 5 (2 reviews)

The first step in learning AI: We've created the perfect curriculum for AI beginners! Second, match the theories and code you've learned! Now it's time for the real world! This is the stage to solidify the foundation and confidence in your knowledge by unraveling the theories you've learned into code.

(5.0) 2 reviews

41 learners

Level Beginner

Course period Unlimited

EDA

Machine Learning(ML)

EDA

Machine Learning(ML)

Recommend Course to grow and earn commission!

Marketing Partners

Recommend Course to grow and earn commission!

What you will gain after the course

⭐ Model Parameters VS Hyperparameters
⭐ Understanding How Hyperparameters Work for Each Model
⭐ Basic Knowledge for Handling Data
⭐ Practice with Classification, Regression, Clustering, and Recommendation Systems
⭐ Hyperparameter Tuning Techniques

Theory is the stepping stone for various code applications.
As a non-major, I won the grand prize and excellence award in contests, the first prize in competitions, and the grand prize and excellence award for projects in just 5 months .
You need to know the principles to be able to apply them to various situations and data.
When learning about artificial intelligence for the first time, various terms are thrown around, and the learning order felt unfamiliar while learning according to the curriculum at the institution . We thought a lot about it and modified and arranged the order so that even beginners can follow along with as little inconvenience as possible .
Rather than simply explaining mathematical and statistical concepts, when related references are made to models or indicators, the necessity of the corresponding formula or concept is mentioned, making it much easier to understand and convince, making learning smoother.

We use only the minimum mathematical and statistical concepts necessary for understanding, and even then, we have organized them all into examples for easy understanding.
By applying what you learned in the theory lectures directly to practice, you can check your knowledge and apply the content to code, completely destroying your fears and worries about entering the field of artificial intelligence.
Those who do not know about machine learning will be able to learn systematically and broadly without feeling burdened, and those who know about machine learning will be able to establish the concept accurately once again.
This is a basic course that covers almost all parts of machine learning that can be intuitively understood, and concepts such as SVM, ROC-AUC, and dimensionality reduction natural language processing (NLP) are covered in the advanced machine learning theory.
Since all lectures focus on future deep learning lectures, we recommend this course to those who want to build a solid foundation from machine learning .

Recommended for
these people

Who is this course right for?

⭐ Machine Learning Even My Mom Can Do (Basic Theory) Student
⭐ Those who need to understand hyperparameters
⭐ People who want to do machine learning-related practice

Need to know before starting?

Python Basics
NumPy, Pandas Basics

Hello
This is yc

209

Learners

Reviews

Answers

4.9

Rating

Courses

Because I am a non-major, I understand non-majors well.

I will do my best to help you from a non-major's perspective.

Completed 5th and 6th cohorts of the Artificial Intelligence Academy

Grand Prize in Time-Series Agricultural Product Price Prediction Project

1st place in Kaggle competition (out of 200 participants)

Excellence Award for Object Detection and RAG-based Mock Interview Project

Grand Prize at the AI-based Social Problem Solving Contest hosted by the Korea Artificial Intelligence Association

Excellence Award at the Honam ICT Innovation Digital New Technology Contest

Curriculum

All

16 lectures ∙ (6hr 47min)

Course Materials:

Lecture resources

Section 1. Lecture materials

2 lectures

1. PPT + Practice Code
2. Practice Code (Answer)

Section 2. Parameter? Is it something you eat?

1 lectures ∙ (11min)

3. Model Parameters VS Hyperparameters
11:48

Section 3. Learn Classification Model Hyperparameters!

3 lectures ∙ (48min)

4. Decision Tree Hyperparameters
10:02
5. Voting, Bagging Hyperparameters
12:14
6. Boosting Hyperparameters
25:56

Section 4. Theory loaded, bring on the practice (Titanic survivor prediction practice)

2 lectures ∙ (1hr 24min)

Section 5. Let's learn about linear regression model hyperparameters!

1 lectures ∙ (12min)

Section 6. Theory loaded, let's practice! (Diamond Price Prediction Practice)

2 lectures ∙ (2hr 3min)

Section 7. Let's explore clustering model hyperparameters!

1 lectures ∙ (17min)

Section 8. Theory ready, let's get to practice (RFM-based customer consumption pattern clustering)

1 lectures ∙ (36min)

Section 9. Theory Ready, Practice Begins (Netflix Movie Recommendations, Movielens Rating Prediction)

1 lectures ∙ (36min)

Section 10. Hyperparameter Optimization and Final Practice (Water Quality Prediction Practice)

2 lectures ∙ (37min)

Published: 03/14/2025

Last updated: 08/13/2025

Reviews

All

2 reviews

5.0

2 reviews

eastlightd903699
Reviews 18
∙
Average Rating 4.4
11/12/2025
5
63% enrolled
gazxxni
Reviews 5
∙
Average Rating 5.0
12/14/2025
5
31% enrolled

yc's other courses

Check out other courses by the instructor!

Machine Learning That Even My Mom Can Do (Basic Theory)

$11.00

Beginner / Machine Learning(ML), Scikit-Learn

4.9

(15)

100+

The first step in learning AI: We've created the perfect curriculum for AI beginners! The first step: getting familiar with AI foundational theory! Learn basic machine learning concepts with various examples and take quizzes to review the theory!

Beginner

Machine Learning(ML), Scikit-Learn

Machine Learning That Even My Mom Can Do (Basic Theory)

$11.00

Beginner / Machine Learning(ML), Scikit-Learn

4.9

(15)

100+

Machine Learning That Even My Mom Can Do (Advanced Theory)

$11.00

Basic / Machine Learning(ML), Deep Learning(DL), AI, Probability and Statistics

5.0

(1)

Mission

First Steps in Learning AI: Optimal Curriculum for AI Beginners Created! A stage to quickly master Deep Learning by connecting Machine Learning and Deep Learning in short time, with advanced content!

Basic

Machine Learning(ML), Deep Learning(DL), AI

Machine Learning That Even My Mom Can Do (Advanced Theory)

$11.00

Basic / Machine Learning(ML), Deep Learning(DL), AI, Probability and Statistics

5.0

(1)

Mission

Similar courses

Explore other courses in the same field!

Machine Learning That Even My Mom Can Do (Basic Theory)

$11.00

Beginner / Machine Learning(ML), Scikit-Learn

4.9

(15)

100+

Beginner

Machine Learning(ML), Scikit-Learn

Machine Learning That Even My Mom Can Do (Basic Theory)

$11.00

Beginner / Machine Learning(ML), Scikit-Learn

4.9

(15)

100+

Machine Learning That Even My Mom Can Do (Advanced Theory)

$11.00

Basic / Machine Learning(ML), Deep Learning(DL), AI, Probability and Statistics

5.0

(1)

Mission

First Steps in Learning AI: Optimal Curriculum for AI Beginners Created! A stage to quickly master Deep Learning by connecting Machine Learning and Deep Learning in short time, with advanced content!

Basic

Machine Learning(ML), Deep Learning(DL), AI

Machine Learning That Even My Mom Can Do (Advanced Theory)

$11.00

Basic / Machine Learning(ML), Deep Learning(DL), AI, Probability and Statistics

5.0

(1)

Mission

[ICT Archive] Big Data Core and Business Models

kpcre

$69.30

Beginner / Big Data, Machine Learning(ML), Deep Learning(DL)

Understand the basic concepts and latest trends of big data, and through technical understanding of big data analysis techniques, extract data patterns to present methods for business application. Through big data, you can create new businesses and develop insights into future business environments.

Beginner

Big Data, Machine Learning(ML), Deep Learning(DL)

[ICT Archive] Big Data Core and Business Models

kpcre

$69.30

Beginner / Big Data, Machine Learning(ML), Deep Learning(DL)

Complete Guide to Unity Machine Learning Agents (Basics)

kyushik

$51.70

Basic / Reinforcement Learning(RL), Machine Learning(ML), Unity, Unity ML-Agents

4.2

(25)

500+

Through this course, students will learn various reinforcement learning theories and implement them themselves, as well as create a reinforcement learning environment to test the reinforcement learning algorithm implemented using Unity Machine Learning Agents.

Basic

Reinforcement Learning(RL), Machine Learning(ML), Unity

Complete Guide to Unity Machine Learning Agents (Basics)

kyushik

$51.70

Basic / Reinforcement Learning(RL), Machine Learning(ML), Unity, Unity ML-Agents

4.2

(25)

500+

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

200+

From the basics of machine learning & deep learning! Creating and utilizing classification/regression/clustering/artificial neural networks with Python

Basic

Python, sklearn, Machine Learning(ML)

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

200+

Artificial Intelligence (AI) - Learning Runway AI that Creates New Videos and Moving Images

usefulit

$11.00

Beginner / AI, Generative AI, Deep Learning(DL), Machine Learning(ML)

1.0

(1)

This course covers everything from the basics to hands-on practice of AI platforms, and is a program where you can learn AI image generation technology. Learners can understand the fundamental concepts of AI and develop the ability to generate AI images using various tools and technologies. Through this course, you can enhance your understanding of the AI field and learn how to directly generate AI images in real-world applications.

Beginner

AI, Generative AI, Deep Learning(DL)

Artificial Intelligence (AI) - Learning Runway AI that Creates New Videos and Moving Images

usefulit

$11.00

Beginner / AI, Generative AI, Deep Learning(DL), Machine Learning(ML)

1.0

(1)

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

Beginner / AWS, AI, Machine Learning(ML), Deep Learning(DL), Generative AI

Get a clear overview of exam types and trends at a glance! Sharpen your practical skills with a total of 120 questions. The perfect preparation for the AWS AI Practitioner exam, designed for systematic learning even when studying alone.

Beginner

AWS, AI, Machine Learning(ML)

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

Beginner / AWS, AI, Machine Learning(ML), Deep Learning(DL), Generative AI

Artificial Intelligence (AI) - Learning Tensor Art, Which Creates Free AI Images

usefulit

$11.00

Beginner / AI, Generative AI, Machine Learning(ML), Deep Learning(DL)

This course is an introductory program designed so that learners who are new to AI technology can easily understand and follow along. Through the lectures, you will learn the basic concepts and usage methods of AI platforms, and conduct hands-on practice directly generating images using various AI tools. Upon completing this course, you will become much closer to AI and acquire the capability to create AI images that can visually implement creative ideas.

Beginner

AI, Generative AI, Machine Learning(ML)

Artificial Intelligence (AI) - Learning Tensor Art, Which Creates Free AI Images

usefulit

$11.00

Beginner / AI, Generative AI, Machine Learning(ML), Deep Learning(DL)

The Complete Guide to Spark Machine Learning - Part 1

dooleyz3525

$77.00

Intermediate / Apache Spark, Machine Learning(ML), Big Data, Data Engineering

4.9

(29)

900+

Active Replies

If you want to be recognized as a machine learning expert based on large-scale data, from understanding the core framework of Spark machine learning, to SQL-based data processing through difficult practical problems, to data analysis through business domain analysis, and to the ability to implement optimized machine learning models, please join this course.

Intermediate

Apache Spark, Machine Learning(ML), Big Data

The Complete Guide to Spark Machine Learning - Part 1

dooleyz3525

$77.00

Intermediate / Apache Spark, Machine Learning(ML), Big Data, Data Engineering

4.9

(29)

900+

Active Replies

AI-Driven Practical Application Strategies in Manufacturing: Automotive/Parts Industry

88888

$51.70

Beginner / Machine Learning(ML), Deep Learning(DL), IoT, AI, Generative AI

The automotive and parts manufacturing industry is a field where innovation is essential amid fierce global competition and complex supply chains. This course focuses on how AI technology can be applied in the field, explaining actual cases including production efficiency improvement, quality inspection automation, equipment predictive maintenance, and supply chain optimization. From the foundational understanding needed for AI implementation to strategies and risk management considerations for field application, this course covers topics step by step, providing knowledge and insights that practitioners and managers can immediately utilize.

Beginner

Machine Learning(ML), Deep Learning(DL), IoT

AI-Driven Practical Application Strategies in Manufacturing: Automotive/Parts Industry

88888

$51.70

Beginner / Machine Learning(ML), Deep Learning(DL), IoT, AI, Generative AI

Getting Started with Data Analysis: Python Basics and Practice for Non-Majors

algolearn

Free

Beginner / Python, Machine Learning(ML), Big Data, Coding Test, AI

This is a Python basics course for starters who want to grow as data analysts. - Those who want to do data analysis but don't know Python - Those who want to learn machine learning with Python - Those preparing for the Big Data Analytics Engineer practical exam - Those who want to develop machine learning-based applications with Python

Beginner

Python, Machine Learning(ML), Big Data

Getting Started with Data Analysis: Python Basics and Practice for Non-Majors

algolearn

Free

Beginner / Python, Machine Learning(ML), Big Data, Coding Test, AI

[Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction project

nomad

$26.40

Intermediate / Tensorflow, Machine Learning(ML), Keras, Computer Vision(CV)

4.1

(25)

300+

This is a comprehensive machine learning project course that learns various useful machine learning regression and classification projects along with theory using Python and TensorFlow 2 based on Boston Marathon big data.

Intermediate

Tensorflow, Machine Learning(ML), Keras

[Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction project

nomad

$26.40

Intermediate / Tensorflow, Machine Learning(ML), Keras, Computer Vision(CV)

4.1

(25)

300+

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

Beginner / Machine Learning(ML), Deep Learning(DL), AI, Generative AI, AI Agent

5.0

(15)

Mission

Essential certification for the AI era, MS AI-900! 🚀 Did you know? ChatGPT operates exclusively on Microsoft Azure! If you want to properly utilize Microsoft Azure OpenAI, which exclusively provides the latest GPT models, now is the perfect opportunity. Grow into an Azure AI services expert through the AI-900 course and master enterprise-grade AI solutions that companies trust. Secure global official certification and enhance your competitiveness as a true AI professional!

Beginner

Machine Learning(ML), Deep Learning(DL), AI

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

Beginner / Machine Learning(ML), Deep Learning(DL), AI, Generative AI, AI Agent

5.0

(15)

Mission

AI for Beginners: Learn AI Tools, Prompt Engineering, Machine Learning, NLP, AI Agents

Brendan LI

$44.00

Early Bird

10%

$39.60

Beginner / AI, prompt engineering, Python, Machine Learning(ML), NLP

New

This course is designed to help beginners understand artificial intelligence in a simple, practical, and structured way. Many students feel overwhelmed by AI because of complex terminology, unclear explanations, or a lack of real examples. In this course, I focus on breaking down AI concepts into easy-to-understand ideas, using visual tools, real-world examples, and step-by-step demonstrations. Instead of heavy mathematics or theory, you will learn how AI works, how to use popular AI tools, and how to apply AI confidently for learning, productivity, development, and business use cases. By the end of the course, you will have a solid foundation in AI, understand modern AI tools, and feel comfortable exploring more advanced topics.

Beginner

AI, prompt engineering, Python

AI for Beginners: Learn AI Tools, Prompt Engineering, Machine Learning, NLP, AI Agents

Brendan LI

$44.00

Early Bird

10%

$39.60

Beginner / AI, prompt engineering, Python, Machine Learning(ML), NLP

New

AI-Driven Practical Implementation Strategies for Manufacturing Industry (Electronics/Semiconductor Sector)

88888

$51.70

Beginner / AI, Big Data, Generative AI, Machine Learning(ML), Deep Learning(DL)

5.0

(1)

The electronics and semiconductor industry is a field where data-driven management and innovation are particularly crucial due to ultra-precision processes and complex supply chains. This course covers practical strategies that can be directly applied in electronics and semiconductor manufacturing, including defect detection, process optimization, predictive maintenance, and supply chain management using AI technology. Along with real-world cases from global companies, the course also presents low-cost, high-efficiency AI implementation methods that small and medium-sized enterprises can realistically utilize. Through this, students will be able to understand and apply AI-based manufacturing strategies that not only improve productivity and reduce costs, but also build future competitiveness.

Beginner

AI, Big Data, Generative AI

AI-Driven Practical Implementation Strategies for Manufacturing Industry (Electronics/Semiconductor Sector)

88888

$51.70

Beginner / AI, Big Data, Generative AI, Machine Learning(ML), Deep Learning(DL)

5.0

(1)

Machine Learning That Even My Mom Can Do (Basic Practice)

What you will gain after the course

📢 This lecture is for non-majors.

Artificial intelligence, solved very easily!

I have excluded statistical and mathematical concepts as much as possible!

Theory lectures, don't be afraid!

Machine Learning That Even Our Mom Can Do (Basic Practice)

Artificial Intelligence (AI)